Introduction
Nowadays CCTV with night vision camera is popular
among the people because by using the camera they being able to capture the
video of the intruders and hand it over to police in order to arrest the thief.
Since CCTV is fixed as static is could not be use as mobilized device whereby
to follow the path of the intruder goes. In current era, Unmanned Aerial
Vehicle is being very popular because it can be fly high above and can get the
aerial view of certain location regardless how dangerous the place it is.
Mostly photographers are using this UAV to capture some images of volcano also.
Since people are getting familiar to use the UAV, so by fixing a night vision
camera it may capture the footage of the surrounding at night. This can be one
of the ideologies where can be apply with some programming where the camera can
detect and track the intruder. So that from the live streaming video, the
person can follow the path where the intruder does goes and report to the
authority.
Problem Statement
These days, there are a lot of theft are happening
everywhere and it is very dangerous for a person to chase after the intruder
because maybe the intruder might have a weapon and harm us. This scenario often
happens at the swiftlet’s bird nest farm, since the bird nest is expensive the
intruder trying to steal it at night. Therefore, there isn’t any other solution
to track the intruder other than chasing to inform the authority about the location
where the intruder went. CCTV is not much efficient because it is fixed as
static camera at corner of the house or building so if the intruder ran from
the focus of the CCTV, then we could not capture any footage of the intruder.\
Objective
Basically, this project is listing two main
objectives. The objectives are a guideline and goal in order to complete this
project. This project is conducted to achieve the following:
- To analyze the amount of ground light intensity needed and the distance of night vision camera which placed on UAV and intruder so that can detect and track.
- To investigate whether the UAV can detect the intruders with the following path it travels with a specific amount of ground light.
- To investigate does the UAV interrupts the signal, data transfer and clear image of intruder using the night vision camera.
Results and Discussion
The image of Paris Tower is dark.
The following experiment shows the histogram graph of a bright image of the Paris tower which taken during the winter season. Since the snow is white, the histogram graph will be more towards the right side of the graph.
The image of Paris Tower more brighther
Video Capturing
Canny edge detection
The person's gesture is tracked by the contouring coding and track the moving object only.
Above image shows the results of the image processing of the video capture coding along with the histogram graph. This video recording is with medium light exposure in a room. Besides that, the video capture coding is add with some contouring coding so that can track the person well. Contouring is where the person's action is track with a red line all over the person.
Tracking the human
Human tracking
After further improvement, the human is
track by purple shaped box. As per the objective stated, the result is
achieved by detecting the human and track the human.
Conclusion
In
conclusion, by using the OpenCV software the night vision camera which attached
to the UAV can be controlled for the colour histogram application. In addition,
Roborealm is software which is also an user friendly software in order to
produce the histogram and track the intruder that can be use for similar
project. Besides that, the spike of colour histogram is the residue which
adjusted so that when there is intruder at the specific
location, the user can track the intruder with this UAV perhaps follows the
intruder as well.
Recommendation
The improvement that can be made for the camera is maybe can use
much better camera than the one used in this project. Better camera is well
described as the one has more Megapixels, for instance if 10 Megapixels or more
the picture resolution will be much clearer and the video capturing will be
fine.
The
type of UAV
In the future development, the people
can have a UAV where it tracks and follows the human without any tracking
devices and wholly follows the human. Hereby, i attach a video of how the
future development of human tracking UAV will be.
